DATA 5420 - Introduction to Text Mining

Institution:

Utah State University

Subject:

Data Analytics

Description:

Students learn how to clean and transform unstructured text data, quantify it using several feature engineering methods, and produce data-driven insights using supervised and unsupervised text mining algorithms. This course covers concepts in both natural language processing and statistical/machine learning. Additional coursework is required for those enrolled in the graduate-level course. Prerequisite(s): DATA 3300 or (DATA 3500 or CS 1400) and (DATA 3100 or STAT 1040 or STAT 1045 or STAT 2000 or STAT 2300 or STAT 3000) Dual-listed as: DATA 6420 Repeatable for credit: No Grade Mode: Standard

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.usu.edu

Phone Number:

(435) 797-1000

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Semester

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